Fast Supervised LDA for Discovering Micro-Events in Large-Scale Video Datasets. - Angelos Katharopoulos; Despoina Paschalidou; Christos Diou; Anastasios Delopoulos (ACM Multimedia, 2016)

Learning local feature aggregation functions with backpropagation. - Angelos Katharopoulos; Despoina Paschalidou; Christos Diou; Anastasios Delopoulos (EUSIPCO, 2017)

Biased Importance Sampling for Deep Neural Network Training. - Angelos Katharopoulos; François Fleuret (CoRR, 2017)

Not All Samples Are Created Equal: Deep Learning with Importance Sampling. - Angelos Katharopoulos; François Fleuret (ICML, 2018)

Processing Megapixel Images with Deep Attention-Sampling Models. - Angelos Katharopoulos; François Fleuret (ICML, 2019)

Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention. - Angelos Katharopoulos; Apoorv Vyas; Nikolaos Pappas 002; François Fleuret (ICML, 2020)

Fast Transformers with Clustered Attention. - Apoorv Vyas; Angelos Katharopoulos; François Fleuret (NeurIPS, 2020)

Neural Parts: Learning Expressive 3D Shape Abstractions With Invertible Neural Networks. - Despoina Paschalidou; Angelos Katharopoulos; Andreas Geiger 001; Sanja Fidler (CVPR, 2021)

Masked Autoencoding Does Not Help Natural Language Supervision at Scale. - Floris Weers; Vaishaal Shankar; Angelos Katharopoulos; Yinfei Yang; Tom Gunter (CVPR, 2023)

Self Supervision Does Not Help Natural Language Supervision at Scale. - Floris Weers; Vaishaal Shankar; Angelos Katharopoulos; Yinfei Yang; Tom Gunter (CoRR, 2023)

Controllable Music Production with Diffusion Models and Guidance Gradients. - Mark Levy; Bruno Di Giorgi; Floris Weers; Angelos Katharopoulos; Tom Nickson (CoRR, 2023)

Specialized Language Models with Cheap Inference from Limited Domain Data. - David Grangier; Angelos Katharopoulos; Pierre Ablin; Awni Hannun (CoRR, 2024)

No Need to Talk: Asynchronous Mixture of Language Models. - Anastasiia Filippova; Angelos Katharopoulos; David Grangier; Ronan Collobert (ICLR, 2025)

Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging. - Pierre Ablin; Angelos Katharopoulos; Skyler Seto; David Grangier (CoRR, 2025)